Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model

In this paper, we study the resource allocation for simultaneous wireless information and power transfer (SWIPT) systems with the nonlinear energy harvesting (EH) model. A simple optimal resource allocation scheme based on the time slot switching is proposed to maximize the average achievable rate f...

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Main Authors: Yifan Hu, Mingang Liu, Yizhi Feng
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2021/5576356
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spelling doaj-1368719a13114bcbafd017a8374048d22021-04-19T00:05:43ZengHindawi-WileyWireless Communications and Mobile Computing1530-86772021-01-01202110.1155/2021/5576356Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting ModelYifan Hu0Mingang Liu1Yizhi Feng2School of Electronic and Information EngineeringSchool of Electronic and Information EngineeringSchool of Electronic and Information EngineeringIn this paper, we study the resource allocation for simultaneous wireless information and power transfer (SWIPT) systems with the nonlinear energy harvesting (EH) model. A simple optimal resource allocation scheme based on the time slot switching is proposed to maximize the average achievable rate for the SWIPT systems. The optimal resource allocation is formulated as a nonconvex optimization problem, which is the combination of a series of nonconvex problems due to the binary feature of the time slot-switching ratio. The optimal problem is then solved by using the time-sharing strong duality theorem and Lagrange dual method. It is found that with the proposed optimal resource allocation scheme, the receiver should perform EH in the region of medium signal-to-noise ratio (SNR), whereas switching to information decoding (ID) is performed when the SNR is larger or smaller. The proposed resource allocation scheme is compared with the traditional time switching (TS) resource allocation scheme for the SWIPT systems with the nonlinear EH model. Numerical results show that the proposed resource allocation scheme significantly improves the system performance in energy efficiency.http://dx.doi.org/10.1155/2021/5576356
collection DOAJ
language English
format Article
sources DOAJ
author Yifan Hu
Mingang Liu
Yizhi Feng
spellingShingle Yifan Hu
Mingang Liu
Yizhi Feng
Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
Wireless Communications and Mobile Computing
author_facet Yifan Hu
Mingang Liu
Yizhi Feng
author_sort Yifan Hu
title Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
title_short Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
title_full Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
title_fullStr Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
title_full_unstemmed Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
title_sort resource allocation for swipt systems with nonlinear energy harvesting model
publisher Hindawi-Wiley
series Wireless Communications and Mobile Computing
issn 1530-8677
publishDate 2021-01-01
description In this paper, we study the resource allocation for simultaneous wireless information and power transfer (SWIPT) systems with the nonlinear energy harvesting (EH) model. A simple optimal resource allocation scheme based on the time slot switching is proposed to maximize the average achievable rate for the SWIPT systems. The optimal resource allocation is formulated as a nonconvex optimization problem, which is the combination of a series of nonconvex problems due to the binary feature of the time slot-switching ratio. The optimal problem is then solved by using the time-sharing strong duality theorem and Lagrange dual method. It is found that with the proposed optimal resource allocation scheme, the receiver should perform EH in the region of medium signal-to-noise ratio (SNR), whereas switching to information decoding (ID) is performed when the SNR is larger or smaller. The proposed resource allocation scheme is compared with the traditional time switching (TS) resource allocation scheme for the SWIPT systems with the nonlinear EH model. Numerical results show that the proposed resource allocation scheme significantly improves the system performance in energy efficiency.
url http://dx.doi.org/10.1155/2021/5576356
work_keys_str_mv AT yifanhu resourceallocationforswiptsystemswithnonlinearenergyharvestingmodel
AT mingangliu resourceallocationforswiptsystemswithnonlinearenergyharvestingmodel
AT yizhifeng resourceallocationforswiptsystemswithnonlinearenergyharvestingmodel
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